
Senior AI Application Developer
2 days ago
We are seeking a skilled and experienced developer to join our team and contribute to the design, development, and production of AI applications.
The successful candidate will play a key role in evaluating models, training, and fine-tuning them to ensure optimal performance. They will also be responsible for developing Gen AI-based solutions for customers, collaborating with engineers and stakeholders to deliver projects successfully.
Key Responsibilities:
- Evaluate machine learning models and perform necessary tuning to ensure optimal performance.
- Design, develop, and operationalize existing ML models by fine-tuning and personalizing them.
- Collaborate with data scientists and engineers to analyze and preprocess datasets for prompt development, including data cleaning, transformation, and augmentation.
- Conduct thorough analysis to evaluate LLM responses, iteratively modify prompts to improve LLM performance.
- Develop scalable machine learning pipelines on GCP or equivalent cloud platforms involving data warehouses, machine learning platforms, dashboards, or CRM tools.
Requirements:
- At least 3 years of experience in designing & building AI applications for customers and deploying them into production.
- At least 5 years of software engineering experience in building secure, scalable, and performant applications for customers.
- Experience with document extraction using AI, conversational AI, vision AI, NLP, or Gen AI.
- Expertise in Python, NumPy, Pandas, and various ML libraries (e.g., XGBoost, TensorFlow, PyTorch, Scikit-learn, LangChain).
- Familiarity with Google Cloud or any other cloud platform and its machine learning services.
- Excellent communication, collaboration, and problem-solving skills.
Desirable Skills:
- Google Cloud Certified Professional Machine Learning or TensorFlow Certified Developer certifications or equivalent.
- Experience of working with one or more public cloud platforms - namely GCP, AWS, or Azure.
- Experience with AutoML and vision techniques.
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